Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification.
Rakshith SubramanyamMark HeimannJayram S. ThathacharRushil AnirudhJayaraman J. ThiagarajanPublished in: CoRR (2022)
Keyphrases
- meta learning
- meta knowledge
- model selection
- decision trees
- machine learning algorithms
- inductive learning
- learning tasks
- classification accuracy
- machine learning
- training set
- feature selection
- prior knowledge
- domain knowledge
- feature space
- class labels
- supervised learning
- text classification
- knowledge base
- case study
- feature extraction
- support vector
- knowledge acquisition
- expert systems
- feature set
- support vector machine
- knowledge discovery
- labeled data
- background knowledge
- knowledge representation
- base classifiers
- recommender systems
- data mining